Solutions
Multi-agent AI career copilot: match, research, write, and plan in one workflow
Matcher, Researcher, Writer, and Strategist agents collaborate on apply pipelines, interview prep paths, and weekly reviews.
- AI career copilot
- multi-agent job search
- guided job workflow
4
Specialist agents
3
Workflow goals
1
Unified result
SMTP
Your outreach
Definition
Definition: A multi-agent career copilot runs specialized steps in sequence, job matching, company research, outreach drafts, and weekly priorities, in a single workflow.
Capabilities
Each capability maps to a workflow you can run in the product today.
Matcher agent
Ranks unapplied roles by skill fit and filters using your minimum match threshold.
Researcher agent
Pulls company context for talking points before you write or interview.
Writer agent
Drafts outreach subject lines and email previews tied to the top role.
Strategist agent
Outputs weekly priorities and recommendations aligned with your goal.
How it works
- 1
Choose a workflow goal
Apply pipeline, interview ready, or weekly review.
- 2
Optional: focus one job
Pin a role or let Matcher pick the best unapplied match.
- 3
Run the workflow
Agents execute in sequence with visible step status.
- 4
Act on recommendations
Jump to Interview prep, Emails, or Applications from results.
Quick answers
Short answers to common search queries about this topic.
What is a multi-agent career copilot?
Instead of one generic prompt, specialized agents handle matching, research, writing, and planning, then combine outputs into one report.
When to use each goal
Apply pipeline when you want outreach drafts. Interview ready when you have a screen scheduled. Weekly review when you need focus for the next seven days.
- apply_pipeline → match, research, draft email
- interview_ready → focus role + research + prep path
- weekly_review → pipeline snapshot + priorities
In-depth guide
When to run each copilot workflow
The multi-agent copilot is not one button for everything. Pick a goal first.
| Goal | Best for | You get | |------|----------|---------| | apply_pipeline | New outreach batch | Top match, research, draft email preview | | interview_ready | Screen in 48h | Focus role + research + prep path | | weekly_review | Monday planning | Pipeline snapshot + priorities |
Agent order (apply pipeline)
- Matcher, ranks unapplied roles by skill fit.
- Researcher, company context for personalization.
- Writer, subject line + email preview.
- Strategist, what to do this week after send.
You approve every send in Emails; copilot does not bypass your SMTP review step.
After the workflow
- Apply pipeline → finalize in Emails, log in Applications.
- Interview ready → continue to in-app Interview prep for STAR practice.
- Weekly review → align with Career strategy regeneration the same day.